FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4283743568> ?p ?o ?g. }

• W4283743568 abstract "A single-cell sequencing data set has always been a challenge for clustering because of its high dimension and multi-noise points. The traditional K-means algorithm is not suitable for this type of data. Therefore, this study proposes a Dissimilarity-Density-Dynamic Radius-K-means clustering algorithm. The algorithm adds the dynamic radius parameter to the calculation. It flexibly adjusts the active radius according to the data characteristics, which can eliminate the influence of noise points and optimize the clustering results. At the same time, the algorithm calculates the weight through the dissimilarity density of the data set, the average contrast of candidate clusters, and the dissimilarity of candidate clusters. It obtains a set of high-quality initial center points, which solves the randomness of the K-means algorithm in selecting the center points. Finally, compared with similar algorithms, this algorithm shows a better clustering effect on single-cell data. Each clustering index is higher than other single-cell clustering algorithms, which overcomes the shortcomings of the traditional K-means algorithm." @default.
• W4283743568 created "2022-07-02" @default.
• W4283743568 creator A5011669908 @default.
• W4283743568 creator A5013786490 @default.
• W4283743568 creator A5034711601 @default.
• W4283743568 creator A5042039581 @default.
• W4283743568 creator A5048376181 @default.
• W4283743568 creator A5066469263 @default.
• W4283743568 creator A5079140040 @default.
• W4283743568 creator A5083228477 @default.
• W4283743568 date "2022-07-01" @default.
• W4283743568 modified "2023-09-26" @default.
• W4283743568 title "D3K: The Dissimilarity-Density-Dynamic Radius K-means Clustering Algorithm for scRNA-Seq Data" @default.
• W4283743568 cites W2150593711 @default.
• W4283743568 cites W2554150382 @default.
• W4283743568 cites W2614288045 @default.
• W4283743568 cites W2624752195 @default.
• W4283743568 cites W2789511664 @default.
• W4283743568 cites W2800064031 @default.
• W4283743568 cites W2803194497 @default.
• W4283743568 cites W2804460316 @default.
• W4283743568 cites W2907783748 @default.
• W4283743568 cites W2918882492 @default.
• W4283743568 cites W2923950283 @default.
• W4283743568 cites W3001621903 @default.
• W4283743568 cites W3007573310 @default.
• W4283743568 cites W3008563687 @default.
• W4283743568 cites W3041880399 @default.
• W4283743568 cites W3090285086 @default.
• W4283743568 cites W3110693579 @default.
• W4283743568 cites W3120446419 @default.
• W4283743568 cites W3127559895 @default.
• W4283743568 cites W3159209990 @default.
• W4283743568 cites W3200632592 @default.
• W4283743568 cites W4205281625 @default.
• W4283743568 cites W4205428105 @default.
• W4283743568 cites W4206023053 @default.
• W4283743568 cites W4283815719 @default.
• W4283743568 doi "https://doi.org/10.3389/fgene.2022.912711" @default.
• W4283743568 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35846121" @default.
• W4283743568 hasPublicationYear "2022" @default.
• W4283743568 type Work @default.
• W4283743568 citedByCount "0" @default.
• W4283743568 crossrefType "journal-article" @default.
• W4283743568 hasAuthorship W4283743568A5011669908 @default.
• W4283743568 hasAuthorship W4283743568A5013786490 @default.
• W4283743568 hasAuthorship W4283743568A5034711601 @default.
• W4283743568 hasAuthorship W4283743568A5042039581 @default.
• W4283743568 hasAuthorship W4283743568A5048376181 @default.
• W4283743568 hasAuthorship W4283743568A5066469263 @default.
• W4283743568 hasAuthorship W4283743568A5079140040 @default.
• W4283743568 hasAuthorship W4283743568A5083228477 @default.
• W4283743568 hasBestOaLocation W42837435681 @default.
• W4283743568 hasConcept C104047586 @default.
• W4283743568 hasConcept C105795698 @default.
• W4283743568 hasConcept C11413529 @default.
• W4283743568 hasConcept C115961682 @default.
• W4283743568 hasConcept C124101348 @default.
• W4283743568 hasConcept C125112378 @default.
• W4283743568 hasConcept C149872217 @default.
• W4283743568 hasConcept C154945302 @default.
• W4283743568 hasConcept C177264268 @default.
• W4283743568 hasConcept C178635117 @default.
• W4283743568 hasConcept C193143536 @default.
• W4283743568 hasConcept C199360897 @default.
• W4283743568 hasConcept C33704608 @default.
• W4283743568 hasConcept C33923547 @default.
• W4283743568 hasConcept C38652104 @default.
• W4283743568 hasConcept C41008148 @default.
• W4283743568 hasConcept C58489278 @default.
• W4283743568 hasConcept C73555534 @default.
• W4283743568 hasConcept C94641424 @default.
• W4283743568 hasConcept C99498987 @default.
• W4283743568 hasConceptScore W4283743568C104047586 @default.
• W4283743568 hasConceptScore W4283743568C105795698 @default.
• W4283743568 hasConceptScore W4283743568C11413529 @default.
• W4283743568 hasConceptScore W4283743568C115961682 @default.
• W4283743568 hasConceptScore W4283743568C124101348 @default.
• W4283743568 hasConceptScore W4283743568C125112378 @default.
• W4283743568 hasConceptScore W4283743568C149872217 @default.
• W4283743568 hasConceptScore W4283743568C154945302 @default.
• W4283743568 hasConceptScore W4283743568C177264268 @default.
• W4283743568 hasConceptScore W4283743568C178635117 @default.
• W4283743568 hasConceptScore W4283743568C193143536 @default.
• W4283743568 hasConceptScore W4283743568C199360897 @default.
• W4283743568 hasConceptScore W4283743568C33704608 @default.
• W4283743568 hasConceptScore W4283743568C33923547 @default.
• W4283743568 hasConceptScore W4283743568C38652104 @default.
• W4283743568 hasConceptScore W4283743568C41008148 @default.
• W4283743568 hasConceptScore W4283743568C58489278 @default.
• W4283743568 hasConceptScore W4283743568C73555534 @default.
• W4283743568 hasConceptScore W4283743568C94641424 @default.
• W4283743568 hasConceptScore W4283743568C99498987 @default.
• W4283743568 hasLocation W42837435681 @default.
• W4283743568 hasLocation W42837435682 @default.
• W4283743568 hasLocation W42837435683 @default.
• W4283743568 hasOpenAccess W4283743568 @default.
• W4283743568 hasPrimaryLocation W42837435681 @default.
• W4283743568 hasRelatedWork W2163563073 @default.
• W4283743568 hasRelatedWork W2181939267 @default.

• next